This scatter plot visualizes the probability of automation for various occupations against their employment counts in New York, using global AI content data loaded from a CSV file. Built with React and D3 v7, it renders circles scaled by a fixed radius, with axes, labels, and a linear scale for both dimensions. The app normalizes headers, parses numeric values, and filters incomplete rows before drawing, employing D3’s `scaleLinear`, `axisBottom`, `axisLeft`, and the join operator for efficient SVG updates.